德里地区降雨预报的显著改进:年度和季节验证

K. Srivastava
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引用次数: 0

摘要

新德里地区天气预报中心(RWFC)负责发布和传播德里的降雨预报。因此,科学验证RWFC发布的降雨预报具有十分重要的意义。在这项研究中,德里的降雨预测验证已在2011年至2021年期间每年和季节进行。各种统计参数,如正确率(PC),检测概率(POD),缺失率(MR),虚警率(FAR),关键成功指数(CSI),真实技能统计(TSS)和海德克技能分数(HSS)已按季节和年度计算。如果PC、POD、CSI、TSS和HSS在一段时间内上升,而FAR和MR下降,则认为预报较好。在2011 - 2021年期间,预测的年精度显著提高,PC、POD、CSI、TSS和HSS在一段时间内呈上升趋势,FAR和MR呈下降趋势。在过渡季节(季风前季节之后是季风后季节,降雨活动主要与雷暴有关)对改进预报的贡献最大,此时FAR和MR急剧下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Significant Improvement in Rainfall Forecast over Delhi: Annual and Seasonal Verification
Regional Weather Forecasting Centre (RWFC) New Delhi has the responsibility to issue and disseminate rainfall forecast for Delhi. So it is very important to scientifically verify the rainfall forecast issued by RWFC. In this study rainfall forecast verification of Delhi has been carried out annually and season wise for the period 2011 to 2021. Various statistical parameters such as Percentage Correct (PC), Probability of Detection (POD), Missing Ratio (MR), False Alarm Ratio (FAR), Critical Success Index (CSI), True Skill Statistics (TSS) and Heidke Skill Score (HSS) have been calculated for season wise and annually. A forecast is considered to be improved if PC, POD, CSI, TSS and HSS increase and FAR and MR decrease over a period of time. The author can conclude that annual accuracy of forecast has increased significantly over the period of time from 2011 to 2021, as PC, POD, CSI, TSS and HSS increase and FAR and MR decrease over a period of time. Maximum contribution in the improved forecast has observed in transition season (pre-monsoon season followed by post-monsoon, having rainfall activity mainly in association with thunderstorms), when FAR and MR have decreased drastically.
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